{ "cells": [ { "cell_type": "markdown", "id": "c6ce009c", "metadata": {}, "source": [ "# Introducción.\n", "\n", "En este apartado se van a explicar muchos vídeos existentes en la red que tienen una alta calidad didáctica y que por su interés se ha creído oportuno hacer una recopilación de los mismos.\n", "\n", "## Matriz de densidad y plot State City.\n", "\n", "```{index} Matriz de densidad, Density Matrix, State City Plots\n", "```\n", "\n", "Este vídeo lo podemos ver en Yutube en el siguiente enlace. Además según consta en el mismo se corresponde con una pregunta hecha en el examen de Qiskit del año 2020.\n", "\n", " https://www.youtube.com/watch?v=p-aK3jHNUSQ \n", "\n", "La pregunta dice lo siguiente: Considerar el siguiente circuito cuántico de tres qubits. ¿ Cuales son la partes reales e imaginarias del vector de estado resultante?.\n", "\n", "\n", "\n", "![](images/cuestion_1_3.PNG)" ] }, { "cell_type": "markdown", "id": "a726430f", "metadata": {}, "source": [ "En el vídeo (minuto 0:15) se pueden ver las posibles soluciones que se proponían, que son gráficos obtenidos con plot_state_city . \n", "\n", "Como puede verse en este esquema cuántico se tratan de dos puertas H sobre los qubits 0 y 1 seguidas de dos puertas cuánticas de tipo CNOT.\n", "\n", "La solución manual, de este circuito cuántico se obtendría de la siguiente manera:\n", "\n", "![](images/cueston_1_3_sol1.PNG)\n", "\n", "![](images/cueston_1_3_sol2.PNG)\n", "\n", "Tengamos en cuenta cómo se define la *matriz de densidad (density matrix)* y el plot *State City*, lo vemos en la siguiente figura:\n", "\n", "![](images/densitymatrix.PNG)\n" ] }, { "cell_type": "markdown", "id": "d9ba096f", "metadata": {}, "source": [ "En general para n qubits\n", "\n", "![](images/statecity.PNG)\n", "\n" ] }, { "cell_type": "markdown", "id": "7a74b570", "metadata": {}, "source": [ "Vamos a ver ahora cómo montamos el circuito en qiskit" ] }, { "cell_type": "code", "execution_count": 1, "id": "4c3e88c7", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit\n", "from qiskit.quantum_info import Statevector, DensityMatrix" ] }, { "cell_type": "code", "execution_count": 2, "id": "1e008e12", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$ |000\\rangle$$" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 8 es una potencia de 2\n", "psi = Statevector.from_int(0,8)\n", "psi.draw('latex')" ] }, { "cell_type": "code", "execution_count": 3, "id": "360d1d3b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "qc = QuantumCircuit(3)\n", "qc.h([0,1])\n", "qc.cx(0,1)\n", "qc.cx(0,2)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": 4, "id": "11ab6223", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$\\frac{1}{2} |000\\rangle+\\frac{1}{2} |010\\rangle+\\frac{1}{2} |101\\rangle+\\frac{1}{2} |111\\rangle$$" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psiout = psi.evolve(qc)\n", "psiout.draw('latex')" ] }, { "cell_type": "code", "execution_count": 5, "id": "51a2d8bb", "metadata": {}, "outputs": [], "source": [ "from qiskit.tools.visualization import plot_state_city" ] }, { "cell_type": "code", "execution_count": 6, "id": "628645d0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot_state_city(psiout)" ] }, { "cell_type": "code", "execution_count": 7, "id": "34679fd1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# También se puede sacar así\n", "psiout.draw('city')" ] }, { "cell_type": "markdown", "id": "4962cc61", "metadata": {}, "source": [ "NOTA: El gráfico anterior (*plot_state_city*) se obtiene de la matriz de densidad que se saca a continuación. Como puede verse, las barras del gráfico tienen como altura los valores de esa matriz de densidad." ] }, { "cell_type": "code", "execution_count": 8, "id": "18e3739b", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$\n", "\n", "\\begin{bmatrix}\n", "\\frac{1}{4} & 0 & \\frac{1}{4} & 0 & 0 & \\frac{1}{4} & 0 & \\frac{1}{4} \\\\\n", " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", " \\frac{1}{4} & 0 & \\frac{1}{4} & 0 & 0 & \\frac{1}{4} & 0 & \\frac{1}{4} \\\\\n", " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", " \\frac{1}{4} & 0 & \\frac{1}{4} & 0 & 0 & \\frac{1}{4} & 0 & \\frac{1}{4} \\\\\n", " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", " \\frac{1}{4} & 0 & \\frac{1}{4} & 0 & 0 & \\frac{1}{4} & 0 & \\frac{1}{4} \\\\\n", " \\end{bmatrix}\n", "$$" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rhoout = DensityMatrix(psiout)\n", "rhoout.draw('latex')" ] }, { "cell_type": "markdown", "id": "9c359f4a", "metadata": {}, "source": [ "## Visualizaciones (examen 2020).\n", "\n", "Esta es la pregunta 1.4 de un examen de qiskit del año 2020, y se encuentra en este vídeo\n", "\n", "https://www.youtube.com/watch?v=FDudoiJ_lh8\n", "\n", "![](images/pregunta1_4.PNG)" ] }, { "cell_type": "markdown", "id": "7e3db0ff", "metadata": {}, "source": [ "Hay cuatro posibles respuestas que se pueden ver en el vídeo. De forma práctica, se tiene que\n", "\n", "![](images/pregunta1_4_2.PNG)\n", "\n", "Existe la convención de que cuando se trabaja con dos cubits como es este el caso, el estado 00 se deja si el elemento de la fase, por ese motivo lo saca a factor común en la diapositiva\n", "\n", "![](images/pregunta1_4_3.PNG)\n", "\n", "```{index} state city plot\n", "```\n", "\n", "![](images/pregunta1_4_4.PNG)" ] }, { "cell_type": "code", "execution_count": 9, "id": "bec261aa", "metadata": {}, "outputs": [], "source": [ "from qiskit.quantum_info import Statevector, DensityMatrix\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 10, "id": "261163d3", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$\\frac{\\sqrt{2}}{2} |00\\rangle- \\frac{\\sqrt{2}}{2} |11\\rangle$$" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi = 1/np.sqrt(2)*Statevector([1,0,0,-1])\n", "psi.draw('latex')" ] }, { "cell_type": "markdown", "id": "5afd46df", "metadata": {}, "source": [ "### qsphere gráfico\n", "\n", "```{index} qsphere gráfico\n", "```" ] }, { "cell_type": "code", "execution_count": 11, "id": "590e8cf6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi.draw('qsphere')" ] }, { "cell_type": "markdown", "id": "1908c6e6", "metadata": {}, "source": [ "### Gráfico city\n", "\n", "```{index} city gráfico\n", "```" ] }, { "cell_type": "code", "execution_count": 12, "id": "f4862a35", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi.draw('city')" ] }, { "cell_type": "markdown", "id": "5e02ec80", "metadata": {}, "source": [ "### Hinton gráfico\n", "\n", "```{index} Hinton gráfico\n", "```\n", "\n", "![](images/pregunta1_4_5.PNG)" ] }, { "cell_type": "code", "execution_count": 13, "id": "79758c56", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi.draw('hinton')" ] }, { "cell_type": "markdown", "id": "a1e480c8", "metadata": {}, "source": [ "También se puede utilizar plot_state_hinton .\n", "\n", "Los valores positivos y negativos se representan con cuadrados blancos y negros, respectivamente, y el tamaño de cada cuadrado representa la magnitud de cada valor.\n", "\n", "### Gráfico Pauli vector\n", "\n", "```{index} Pauli vector gráfico\n", "```\n", "Comienza poniendo un ejemplo de un sólo qubit\n", "\n", "![](images/pregunta1_4_6.PNG)\n", "\n", "DE lo que se trata aquí es de ver cómo podemos descomponer la matriz de densidad anterior como combinación lineal de las puerta de Pauli.\n", "\n", "Los productos que escribe para dos cubits son los productos de konecker \n", "\n", "![](images/pregunta1_4_7.PNG)\n", "\n", "![](images/pregunta1_4_8.PNG)\n", "\n", "![](images/pregunta1_4_9.PNG)" ] }, { "cell_type": "code", "execution_count": 14, "id": "5779b5c1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi.draw('paulivec')" ] }, { "cell_type": "markdown", "id": "99e0f65a", "metadata": {}, "source": [ "El gráfico anterior también se puede obtener con plot_state_paulivec .\n", "\n", "### Esfera de Bloch\n", "\n", "![](images/pregunta1_4_10.PNG)" ] }, { "cell_type": "code", "execution_count": 15, "id": "4efa7d16", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "psi.draw('bloch')" ] }, { "cell_type": "code", "execution_count": 16, "id": "de9c57ad", "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "invalid syntax (1285766984.py, line 1)", "output_type": "error", "traceback": [ "\u001b[1;36m Cell \u001b[1;32mIn[16], line 1\u001b[1;36m\u001b[0m\n\u001b[1;33m No sale nonguna representación porque estamos trabajando con un qubit en estado etangled, enredado o entrelazado\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n" ] } ], "source": [ "No sale nonguna representación porque estamos trabajando con un qubit en estado etangled, enredado o entrelazado" ] }, { "cell_type": "markdown", "id": "69d8e8c9", "metadata": {}, "source": [ "## Diferencia puertas cuánticas.\n", "\n", "Esta sería la pregunta 1.5 del examen de qiskit 2022. Está en la siguiente dirección\n", "\n", " https://www.youtube.com/watch?v=nPRDL5Dp9-g \n", "\n", "![](images/pregunta1_5_1.PNG)" ] }, { "cell_type": "markdown", "id": "81989904", "metadata": {}, "source": [ "La matriz $U_1(\\lambda)$ se define como:\n", "\n", "$$U_{1}(\\lambda)=\\left[\\begin{array}{cc}\n", "1 & 0\\\\\n", "0 & e^{i\\lambda}\n", "\\end{array}\\right]\\longrightarrow P(\\lambda)=\\left[\\begin{array}{cc}\n", "1 & 0\\\\\n", "0 & e^{i\\lambda}\n", "\\end{array}\\right]$$\n", "\n", "Entonces, se tiene lo siguiente\n", "\n", "$$U_{1}(\\pi)=\\left[\\begin{array}{cc}\n", "1 & 0\\\\\n", "0 & e^{i\\pi}\n", "\\end{array}\\right]\\longrightarrow P(\\pi)=\\left[\\begin{array}{cc}\n", "1 & 0\\\\\n", "0 & e^{i\\pi}\n", "\\end{array}\\right]=\\left[\\begin{array}{cc}\n", "1 & 0\\\\\n", "0 & ^{-1}\n", "\\end{array}\\right]$$\n", "\n", "Por otra parte:\n", "\n", "$$U_{2}(\\varPhi,\\lambda)=R_{z}(\\varPhi)R_{y}(\\pi/2)R_{z}(\\lambda)$$\n", "\n", "$$U_{2}(\\varPhi,\\lambda)=\\frac{1}{\\sqrt{2}} \\left[\\begin{array}{cc}\n", "1 & -e^{i\\lambda}\\\\\n", "e^{i\\varPhi} & e^{i(\\varPhi+\\lambda)}\n", "\\end{array}\\right]$$\n", "\n", "$$U_{2}(0,\\pi)=\\frac{1}{\\sqrt{2}}\\left[\\begin{array}{cc}\n", "1 & 1\\\\\n", "1 & -1\n", "\\end{array}\\right]\\longrightarrow Puerta\\ H$$\n", "\n", "![](images/pregunta1_5_2.PNG)" ] }, { "cell_type": "markdown", "id": "e5a7e19e", "metadata": {}, "source": [ "Con quiskit lo hariamos así" ] }, { "cell_type": "code", "execution_count": null, "id": "615a30fb", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit\n", "from qiskit.quantum_info import Operator\n", "from qiskit.tools.visualization import array_to_latex\n", "import numpy as np\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "c8b0e8fc", "metadata": {}, "outputs": [], "source": [ "qc=QuantumCircuit(1)\n", "qc.u1(np.pi,0)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "d4d65e25", "metadata": {}, "outputs": [], "source": [ "Ulop = Operator(qc)\n", "array_to_latex(Ulop)" ] }, { "cell_type": "code", "execution_count": null, "id": "50ae9556", "metadata": {}, "outputs": [], "source": [ "qc=QuantumCircuit(1)\n", "qc.p(np.pi,0)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "56791e1a", "metadata": {}, "outputs": [], "source": [ "Pop = Operator(qc)\n", "array_to_latex(Pop)" ] }, { "cell_type": "code", "execution_count": null, "id": "1804021b", "metadata": {}, "outputs": [], "source": [ "qc=QuantumCircuit(1)\n", "qc.u2(0,np.pi,0)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "61b83dca", "metadata": {}, "outputs": [], "source": [ "U2op = Operator(qc)\n", "array_to_latex(U2op)" ] }, { "cell_type": "code", "execution_count": null, "id": "1e48c9c1", "metadata": {}, "outputs": [], "source": [ "qc=QuantumCircuit(1)\n", "qc.u(np.pi/2,0,np.pi,0)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "e858a166", "metadata": {}, "outputs": [], "source": [ "Uop = Operator(qc)\n", "array_to_latex(Uop)" ] }, { "cell_type": "markdown", "id": "1c1e8b5b", "metadata": {}, "source": [ "## Uniendo circuitos.\n", "\n", "Este vídeo contiene la pregunta 2.1 del examen de qiskit de 2020 y lo encontramos en la siguiente dirección.\n", "\n", "https://www.youtube.com/watch?v=TjDGGhgRlm4 \n", "\n", "![](images/pregunta2_1.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "11f11e5e", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit\n" ] }, { "cell_type": "code", "execution_count": null, "id": "c744cff9", "metadata": {}, "outputs": [], "source": [ "lhs=QuantumCircuit(5)\n", "lhs.t(0)\n", "lhs.h(1)\n", "lhs.cx(0,2)\n", "lhs.cx(1,4)\n", "lhs.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "7d9010a5", "metadata": {}, "outputs": [], "source": [ "rhs = QuantumCircuit(2)\n", "rhs.cx(0,1)\n", "rhs.sdg(0)\n", "rhs.draw('mpl')" ] }, { "cell_type": "markdown", "id": "a7109e57", "metadata": {}, "source": [ "Probamos con *lhs.append* ( Ver este enlace " ] }, { "cell_type": "code", "execution_count": null, "id": "9c723dbd", "metadata": {}, "outputs": [], "source": [ "final = lhs.append(rhs)" ] }, { "cell_type": "code", "execution_count": null, "id": "0d4bc5ca", "metadata": {}, "outputs": [], "source": [ "final = lhs.copy()\n", "final.append(rhs,[0,1])" ] }, { "cell_type": "code", "execution_count": null, "id": "46648474", "metadata": {}, "outputs": [], "source": [ "final.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "605e9319", "metadata": {}, "outputs": [], "source": [ "final.decompose().draw('mpl')" ] }, { "cell_type": "markdown", "id": "2a8566da", "metadata": {}, "source": [ "La opción combine la encontramos en este enlace y podemos observar que está deprecated." ] }, { "cell_type": "code", "execution_count": null, "id": "e4427af3", "metadata": {}, "outputs": [], "source": [ "qc_final = lhs.combine(rhs)" ] }, { "cell_type": "markdown", "id": "196e266d", "metadata": {}, "source": [ "La opción *compose* la tenemos en este enlace :" ] }, { "cell_type": "code", "execution_count": null, "id": "3297c155", "metadata": {}, "outputs": [], "source": [ "final = lhs.compose(rhs)\n", "final.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "ffc51cd4", "metadata": {}, "outputs": [], "source": [ "# La última opción\n", "final = lhs+rhs\n", "final.draw('mpl')" ] }, { "cell_type": "markdown", "id": "f7ab8733", "metadata": {}, "source": [ "Además vemos que está DEPRECATED\n", "\n", "## Quantum Volume Circuitos.\n", "\n", "```{index} Quantum Volume\n", "```\n", "\n", "Esta es la pregunta 2.2 del examen de qiskit del 2020. el vídeo está en \n", "\n", "https://www.youtube.com/watch?v=q2hoU8W6tRU\n", "\n", "¡¡¡¡ Aquí lo primero que tengo que aprender es cual es quantum Volume!!! así que lo dejo pendiente" ] }, { "cell_type": "markdown", "id": "6d148c1d", "metadata": {}, "source": [ "## Librería Qiskit circuitos.\n", "\n", "Es la pregunta 2.3 del examen de qiskit de 2020, está en el siguiente vídeo.\n", "\n", "https://www.youtube.com/watch?v=L3Pi7Hr_9yM\n", "\n", "![](images/pregunta2_3.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "6c69f343", "metadata": {}, "outputs": [], "source": [ "from qiskit.circuit.library import HGate, NAND, OFT, QuantumVolume" ] }, { "cell_type": "markdown", "id": "3cfc6373", "metadata": {}, "source": [ "## Pauli class y Operator\n", "\n", "Este vídeo se puede ver en \n", "\n", "https://www.youtube.com/watch?v=XvY8i3-x-Jg\n", "\n", "![](images/pregunta2_4.PNG)" ] }, { "cell_type": "markdown", "id": "7306b0a4", "metadata": {}, "source": [ "El método Pauli lo podemos encontrar en este enlace.\n", "\n", "![](images/pregunta2_4_2.PNG)\n" ] }, { "cell_type": "code", "execution_count": null, "id": "0c6966a7", "metadata": {}, "outputs": [], "source": [ "from qiskit.quantum_info import Pauli, Operator\n", "from qiskit.tools.visualization import array_to_latex" ] }, { "cell_type": "code", "execution_count": null, "id": "b68f56ce", "metadata": {}, "outputs": [], "source": [ "OP1 = Operator(Pauli(label='XZ'))\n", "array_to_latex(OP1)" ] }, { "cell_type": "code", "execution_count": null, "id": "3d32bbe7", "metadata": {}, "outputs": [], "source": [ "# Parece que despues la instrucción va a sera asi\n", "array_to_latex(Operator(Pauli('XZ')))" ] }, { "cell_type": "code", "execution_count": null, "id": "9537434a", "metadata": {}, "outputs": [], "source": [ "OP2 = Operator(Pauli(label='X')).tensor(Operator(Pauli(label='Z')))\n", "array_to_latex(OP2)" ] }, { "cell_type": "code", "execution_count": null, "id": "d6ab90b2", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit\n", "qc = QuantumCircuit(2)\n", "qc.x(0)\n", "qc.z(1)\n", "qc.draw('mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "24d47c21", "metadata": {}, "outputs": [], "source": [ "OP3 = Operator(qc)\n", "array_to_latex(OP3)" ] }, { "cell_type": "code", "execution_count": null, "id": "84f3d5e8", "metadata": {}, "outputs": [], "source": [ "OP4 = Operator([[0,0,1,0],[0,0,0,-1],[1,0,0,0],[0,-1,0,0]])\n", "array_to_latex(OP4)" ] }, { "cell_type": "markdown", "id": "473cf2b7", "metadata": {}, "source": [ "## Transpiling circuitos & LookAhead.\n", "\n", "```{index} Transpiling circuitos , LookAhead\n", "```\n", "\n", "Este es el ejercicio 2.5 de la prueba de qiskit del año 2020. Se encuentra el vídeo en\n", "\n", "https://www.youtube.com/watch?v=zqmPp7nypGc\n", "\n", "NOTA: Como esta materia no tengo ni idea de momento lo dejo\n" ] }, { "cell_type": "markdown", "id": "23842e1a", "metadata": {}, "source": [ "## IBM Backends.\n", "\n", "Esta es la pregunta 3.1 del examen de kisquit 2020 y el vídeo se puede ver en la siguiente dirección web\n", "\n", " https://www.youtube.com/watch?v=eUyHAyA2r8s .\n", "\n", "![](images/pregunta3_1.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "87c5b59e", "metadata": {}, "outputs": [], "source": [ "from qiskit import IBMQ" ] }, { "cell_type": "code", "execution_count": null, "id": "d093a2d2", "metadata": {}, "outputs": [], "source": [ "provider = IBMQ.ibmq.load_account()" ] }, { "cell_type": "code", "execution_count": null, "id": "e8d2612a", "metadata": {}, "outputs": [], "source": [ "from qiskit.providers.ibmq import least_busy" ] }, { "cell_type": "code", "execution_count": null, "id": "8b643d7d", "metadata": {}, "outputs": [], "source": [ "least_busy(provider.backends())" ] }, { "cell_type": "code", "execution_count": null, "id": "d0de212c", "metadata": {}, "outputs": [], "source": [ "provider.backends()" ] }, { "cell_type": "code", "execution_count": null, "id": "94ce9edf", "metadata": {}, "outputs": [], "source": [ "for backend in provider.backends():\n", " print(f'name: {backend}, numero de qubits: {backend.configuration().n_qubits}')" ] }, { "cell_type": "code", "execution_count": null, "id": "5aafc860", "metadata": {}, "outputs": [], "source": [ "provider.backends(filters=lambda x:x.configuration().n_qubits >=5)" ] }, { "cell_type": "code", "execution_count": null, "id": "05797efb", "metadata": {}, "outputs": [], "source": [ "least_busy(provider.backends(filters=lambda x:x.configuration().n_qubits >=5))" ] }, { "cell_type": "code", "execution_count": null, "id": "dcda4ab7", "metadata": {}, "outputs": [], "source": [ "provider.backends(filters=lambda x: x.configuration().n_qubits >=5 \n", " and not x.configuration().simulator and x.status().operational==True)" ] }, { "cell_type": "code", "execution_count": null, "id": "c7c2e3ed", "metadata": {}, "outputs": [], "source": [ "least_busy(provider.backends(filters=lambda x: x.configuration().n_qubits >=5 \n", " and not x.configuration().simulator and x.status().operational==True))" ] }, { "cell_type": "markdown", "id": "5b5854ba", "metadata": {}, "source": [ "## Devolver último job de un IBM Backend.\n", "\n", "Es la pregunta 3.2 de qiskit del examen de 2020. Se puede ver en este vídeo\n", "\n", "https://www.youtube.com/watch?v=QoHcznidzeg\n", "\n", "\n", "![](images/pregunta3_2.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "44e6805a", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit" ] }, { "cell_type": "code", "execution_count": null, "id": "fe371de9", "metadata": {}, "outputs": [], "source": [ "qc= QuantumCircuit(1,1)\n", "qc.h(0)\n", "qc.measure(0,0)\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "910d0499", "metadata": {}, "outputs": [], "source": [ "yprovider = IBMQ.ibmq.load_account()" ] }, { "cell_type": "code", "execution_count": null, "id": "dce45539", "metadata": {}, "outputs": [], "source": [ "from qiskit.providers.ibmq import least_busy\n", "from qiskit.tools.monitor import job_monitor" ] }, { "cell_type": "code", "execution_count": null, "id": "196e5400", "metadata": {}, "outputs": [], "source": [ "backend = least_busy(provider.backends())\n", "print(backend)" ] }, { "cell_type": "code", "execution_count": null, "id": "3dea41d6", "metadata": {}, "outputs": [], "source": [ "from qiskit import execute" ] }, { "cell_type": "code", "execution_count": null, "id": "68ddfb63", "metadata": {}, "outputs": [], "source": [ "job= execute(qc, backend=backend)\n", "job_monitor(job)" ] }, { "cell_type": "code", "execution_count": null, "id": "5b750229", "metadata": {}, "outputs": [], "source": [ "from qiskit.tools.visualization import plot_histogram" ] }, { "cell_type": "code", "execution_count": null, "id": "ce9ac588", "metadata": {}, "outputs": [], "source": [ "plot_histogram(job.result().get_counts(qc))" ] }, { "cell_type": "code", "execution_count": null, "id": "96418109", "metadata": {}, "outputs": [], "source": [ "job2 = backend.jobs()[0]\n", "plot_histogram(job2.result().get_counts(qc))" ] }, { "cell_type": "markdown", "id": "16909854", "metadata": {}, "source": [ "## Simulador de un Statevector..\n", "\n", "Este es el ejercicio 5.1 del examen de qiskit del 2020. Al principio del vídeo no se ve y por lo tanto tampoco se puede ver la pregunta en concreto que se hace. El vídeo está en el siguiente enlace.\n", "\n", " https://www.youtube.com/watch?v=qK5qUgcLe-c \n", "\n", "**RESPUESTA**\n", "\n", "![](images/pregunta5_1_1.PNG)\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "137582bc", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit, execute, Aer" ] }, { "cell_type": "code", "execution_count": null, "id": "ec8a4d98", "metadata": {}, "outputs": [], "source": [ "qc = QuantumCircuit(3)\n", "qc.h([0,1,2])\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "8be64846", "metadata": {}, "outputs": [], "source": [ "s_simulator = Aer.get_backend('statevector_simulator')\n", "job = execute(qc, backend=s_simulator)\n", "result = job.result()\n", "v= result.get_statevector(qc)\n", "v.draw(output='latex')" ] }, { "cell_type": "code", "execution_count": null, "id": "b510e027", "metadata": {}, "outputs": [], "source": [ "v.draw(output='text')" ] }, { "cell_type": "markdown", "id": "aba812cf", "metadata": {}, "source": [ "## Statevector class.\n", "\n", "Esta es la pregunta 5.2 del examen de qiskit 2020. El vídeo está en\n", "\n", "https://www.youtube.com/watch?v=fnRaMsMVIBA.\n", "\n", "![](images/pregunta5_2_1.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "9a72967e", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit\n", "import qiskit.quantum_info as qi\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": null, "id": "a2f61e27", "metadata": {}, "outputs": [], "source": [ "qc = QuantumCircuit(2)\n", "qc.h(0)\n", "qc.cx(0,1)\n", "qc.draw(output=\"mpl\")" ] }, { "cell_type": "code", "execution_count": null, "id": "cf616e9b", "metadata": {}, "outputs": [], "source": [ "psi = qi.Statevector(qc)\n", "psi.draw(output=\"latex\")" ] }, { "cell_type": "code", "execution_count": null, "id": "31abd148", "metadata": {}, "outputs": [], "source": [ "qi.Statevector.from_instruction(qc).draw(output=\"latex\")" ] }, { "cell_type": "code", "execution_count": null, "id": "08412793", "metadata": {}, "outputs": [], "source": [ "qi.Statevector(np.array([1,0,1,0])/np.sqrt(2)).draw(output='latex')" ] }, { "cell_type": "code", "execution_count": null, "id": "7fc02437", "metadata": {}, "outputs": [], "source": [ "(np.sqrt(0.5)*(qi.Statevector.from_label('00')+qi.Statevector.from_label('11'))).draw(output='latex')" ] }, { "cell_type": "code", "execution_count": null, "id": "4ca860ee", "metadata": {}, "outputs": [], "source": [ "qi.Statevector.from_label('00').evolve(qc).draw(output='latex')" ] }, { "cell_type": "markdown", "id": "40505749", "metadata": {}, "source": [ "## Unitary simulator.\n", "\n", "Esta es la pregunta 5.3 de qikit del examen del año 2022. Esta en el vídeo siguiente\n", "\n", "https://www.youtube.com/watch?v=6Hq5HoIMuFg.\n", "\n", "![](images/pregunta5_3_1.PNG)\n", "\n", "![](images/pregunta5_3_2.PNG)\n", "\n", "![](images/pregunta5_3_3.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "c2e9a45e", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit, execute, Aer\n", "from qiskit.visualization import array_to_latex" ] }, { "cell_type": "code", "execution_count": null, "id": "7eec34a0", "metadata": {}, "outputs": [], "source": [ "qc = QuantumCircuit(2)\n", "qc.x([0,1])\n", "qc.z(0)\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "3432dfb8", "metadata": {}, "outputs": [], "source": [ "U_simulator = Aer.get_backend(\"unitary_simulator\")\n", "job = execute(qc,backend=U_simulator)\n", "result = job.result()\n", "U = result.get_unitary()\n", "array_to_latex(U)" ] }, { "cell_type": "markdown", "id": "13833a1a", "metadata": {}, "source": [ "## Operator class\n", "\n", "Este se corresponde con la pregunta 5.4 del examen de qiskit del 2022, se encuentra en el siguiente vídeo:\n", "\n", "https://www.youtube.com/watch?v=JcelyVhJpio\n", "\n", "![](images/pregunta5_4_1.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "3ac38953", "metadata": {}, "outputs": [], "source": [ "import qiskit.quantum_info as qi\n", "from qiskit import QuantumCircuit\n", "\n", "qc = QuantumCircuit(2)\n", "qc.h(0)\n", "qc.cx(0,1)\n", "\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "b8772f56", "metadata": {}, "outputs": [], "source": [ "from qiskit.visualization import array_to_latex\n", "array_to_latex(qi.Operator(qc))" ] }, { "cell_type": "code", "execution_count": null, "id": "6644265a", "metadata": {}, "outputs": [], "source": [ "# ver https://qiskit.org/documentation/stubs/qiskit.quantum_info.Operator.from_label.html\n", "array_to_latex(qi.Operator.from_label('II'))" ] }, { "cell_type": "markdown", "id": "b4ec84b6", "metadata": {}, "source": [ "**compose performs matrix multiplication, not tensoring** " ] }, { "cell_type": "code", "execution_count": null, "id": "285bb386", "metadata": {}, "outputs": [], "source": [ "# compose performs matrix multiplication, not tensoring\n", "from qiskit.circuit.library import HGate\n", "array_to_latex(qi.Operator.from_label('II').compose(HGate(),[0]))" ] }, { "cell_type": "code", "execution_count": null, "id": "20f97a9a", "metadata": {}, "outputs": [], "source": [ "from qiskit.circuit.library import HGate, CXGate\n", "array_to_latex(qi.Operator.from_label('II').compose(HGate(),[0]).compose(CXGate(),[0,1]))" ] }, { "cell_type": "code", "execution_count": null, "id": "5927d412", "metadata": {}, "outputs": [], "source": [ "array_to_latex(qi.Operator.from_label('HI'))" ] }, { "cell_type": "code", "execution_count": null, "id": "3d1598f2", "metadata": {}, "outputs": [], "source": [ "# Me da error porque C no lo entiende\n", "array_to_latex(qi.Operator.from_label('HI')+qi.Operator.from_label('CX'))" ] }, { "cell_type": "code", "execution_count": null, "id": "db40610f", "metadata": {}, "outputs": [], "source": [ "array_to_latex(qi.Operator.from_label('II').compose(qc))" ] }, { "cell_type": "markdown", "id": "c0b158df", "metadata": {}, "source": [ "## Qasm Simulator & Aer Simulator\n", "\n", "Esta es la pregunta 5.5 del examen de qiskit del año 2020. Esta en este vídeo\n", "\n", "https://www.youtube.com/watch?v=twh96Tt2s7Y <\\a>\n", " \n", "![](images/pregunta5_5_1.PNG)\n", " \n", "![](images/pregunta5_5_2.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "8d90a10c", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit, execute, Aer\n", "from qiskit.visualization import plot_histogram" ] }, { "cell_type": "code", "execution_count": null, "id": "2632e3e3", "metadata": {}, "outputs": [], "source": [ "# Construimos el circuito\n", "qc = QuantumCircuit(3,3)\n", "qc.h([0,1])\n", "qc.cx(0,1)\n", "qc.cx(0,2)\n", "qc.barrier()\n", "qc.measure([0,1,2],[0,1,2])\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "b0686b32", "metadata": {}, "outputs": [], "source": [ "q_simulator = Aer.get_backend('qasm_simulator')\n", "job = execute(qc,backend=q_simulator)\n", "result = job.result()\n", "counts = result.get_counts()\n", "plot_histogram(counts)" ] }, { "cell_type": "code", "execution_count": null, "id": "8de353fe", "metadata": {}, "outputs": [], "source": [ "simulator = Aer.get_backend('aer_simulator')\n", "#job = execute(qc,backend=simulator)\n", "# También puede ser\n", "#job = simulator.run(qc)\n", "# o también\n", "job = execute(qc,backend=simulator, shots=1000)\n", "result = job.result()\n", "counts = result.get_counts()\n", "plot_histogram(counts)" ] }, { "cell_type": "markdown", "id": "c718ad7b", "metadata": {}, "source": [ "## Extraer todas simulaciones usando \"Memory\"\n", "\n", "Este es el ejercicio 5.6 del examen de qiskit del año 2020. se puede ver en\n", "\n", "https://www.youtube.com/watch?v=4shmIjq0IAo\n", "\n", "![](images/pregunta5_6_1.PNG)" ] }, { "cell_type": "code", "execution_count": null, "id": "f4693101", "metadata": {}, "outputs": [], "source": [ "from qiskit import QuantumCircuit" ] }, { "cell_type": "code", "execution_count": null, "id": "323d01c4", "metadata": {}, "outputs": [], "source": [ "qc = QuantumCircuit(2)\n", "qc.h([0,1])\n", "qc.measure_all()\n", "qc.draw(output='mpl')" ] }, { "cell_type": "code", "execution_count": null, "id": "f507413a", "metadata": {}, "outputs": [], "source": [ "from qiskit.providers.aer import StatevectorSimulator\n", "from qiskit import execute" ] }, { "cell_type": "code", "execution_count": null, "id": "1302626b", "metadata": {}, "outputs": [], "source": [ "#result = execute(*what goes in here?*).result()\n", "result = execute(qc, StatevectorSimulator(),shots=15, memory=True).result()\n", "memory = result.get_memory(qc)\n", "print(memory)" ] }, { "cell_type": "code", "execution_count": null, "id": "408f0abd", "metadata": {}, "outputs": [], "source": [ "from qiskit.providers.aer import QasmSimulator\n", "#execute(qc, QasmSimulator(),shots=15, memory=True)\n", "result = execute(qc, QasmSimulator(),shots=15, memory=True).result()\n", "memory = result.get_memory(qc)\n", "print(memory)" ] }, { "cell_type": "code", "execution_count": null, "id": "febb18a0", "metadata": {}, "outputs": [], "source": [ "# Lo mismo que antes pero poniendo memory=False\n", "result = execute(qc, QasmSimulator(),shots=15, memory=False).result()\n", "memory = result.get_memory(qc)\n", "print(memory)" ] }, { "cell_type": "markdown", "id": "a8715e03", "metadata": {}, "source": [ "## No es una puerta Clifford.\n", "\n", "Este es el ejercicio 5.7 del examen de qiskit del 2020 Esta en este vídeo.\n", "\n", "https://www.youtube.com/watch?v=L9vQuJPl_zQ\n", "\n", "![](images/pregunta5_7_1.PNG)" ] }, { "cell_type": "markdown", "id": "31aeb1d3", "metadata": {}, "source": [ "La documentación de la clase Clifford se puede ver en https://qiskit.org/documentation/stable/0.19/stubs/qiskit.quantum_info.Clifford.html\n", "\n", "Ahí se puede leer lo siguiente:\n", "\n", "Clifford operators can be initialized from circuits containing only the following Clifford gates: IGate, XGate, YGate, ZGate, HGate, SGate, SdgGate, CXGate, CZGate, SwapGate. They can be converted back into a QuantumCircuit, or Gate object using the to_circuit() or to_instruction() methods respectively. Note that this decomposition is not necessarily optimal in terms of number of gates." ] }, { "cell_type": "code", "execution_count": null, "id": "16ca81c9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "22f5aec0", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "e2b60563", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "51030ef2", "metadata": {}, "source": [ "## Apéndice.\n", "\n", "* The Ultimate Guide to a Quantum Computing Certification with Qiskit\n", "\n", "* QuTiP: Quantum Toolbox in Python \n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "96816316", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.4" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "189.273px" }, "toc_section_display": true, "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }